Julian Klug

Julian Klug

MD

Sitemap

A list of all the posts and pages found on the site. For you robots out there, there is an XML version available for digesting as well.

Pages

Posts

Generative AI for scientific illustration

3 minute read

Published:

Good illustrations are key for efficient scientific communication, education, and dissemination of knowledge. An image can easily convey complex concepts that are sometimes only cumbersomely captured in writing. In this light, more and more authors are making use of generative AI tools to create illustrations for their scientific publications.

Preparing for a second attack

less than 1 minute read

Published:

𝗢𝘂𝗿 𝗵𝘆𝗽𝗼𝘁𝗵𝗲𝘀𝗶𝘀: the brain becomes more resilient to a second stroke after a first attack

portfolio

publications

Three-Dimensional Surface Reconstruction of the Human Cochlear Nucleus: Implications for Auditory Brain Stem Implant Design

Published in Journal of Neurological Surgery. Part B, Skull Base, 2020

Access paper here

Recommended citation: Osama Tarabichi, Vivek Kanumuri, Julian Klug, Nicolas Vachicouras, Maria Duarte, Lorenz Epprecht, Elliott Kozin, Katherine Reinshagen, Stéphanie Lacour, M Brown, Daniel Lee, "Three-Dimensional Surface Reconstruction of the Human Cochlear Nucleus: Implications for Auditory Brain Stem Implant Design." Journal of Neurological Surgery. Part B, Skull Base, 2020.
Download Paper

Bayesian Skip Net: Building on Prior Information for the Prediction and Segmentation of Stroke Lesions

Published in In the proceedings of Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2021

Use Google Scholar for full citation

Recommended citation: Julian Klug, Guillaume Leclerc, Elisabeth Dirren, Maria Preti, Dimitri Van, Emmanuel Carrera, "Bayesian Skip Net: Building on Prior Information for the Prediction and Segmentation of Stroke Lesions." In the proceedings of Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2021.

Dynamically Normalized Pupillometry for Detecting Delayed Cerebral Ischemia After Aneurysmal Subarachnoid Hemorrhage

Published in Critical Care Explorations, 2024

Access paper here

Recommended citation: Klug, Julian; Martins, Joana; De Trizio, Ignazio; Carrera, Emmanuel; Filipovic, Miodrag; Hostettler, Isabel Charlotte; Pietsch, Urs. Dynamically Normalized Pupillometry for Detecting Delayed Cerebral Ischemia After Aneurysmal Subarachnoid Hemorrhage. Critical Care Explorations 6(8):p e1135, August 2024. | DOI: 10.1097/CCE.0000000000001135
Download Paper

Stroke Incidence, Case Fatality, and Mortality Using the WHO International Classification of Diseases 11 The Geneva Stroke Study

Published in Neurology, 2025

Access paper here

Recommended citation: Dirren E, Escribano Paredes JB, Klug J, Barthoulot M, Fluss J, Fracasso T, Kurian GK, Machi P, Niederhauser J, Suppan L, Sztajzel RF, Bijlenga P, Carrera E. Stroke Incidence, Case Fatality, and Mortality Using the WHO International Classification of Diseases 11: The Geneva Stroke Study. Neurology. 2025 Mar 11;104(5):e213353. doi: 10.1212/WNL.0000000000213353. Epub 2025 Feb 18. PMID: 39965170.
Download Paper

talks

Lombalgie Chronique

Published:

Lombalgie chronique et poussées aigues en médecine de premier recours.

Bayesian Skip Net: Building on Prior Information for the Prediction and Segmentation of Stroke Lesions

Published:

Perfusion CT is widely used in acute ischemic stroke to determine eligibility for acute treatment, by defining an ischemic core and penumbra. In this talk held at the Brain Lesion Workshop at MICCAI 2020, we presented a novel way of building on prior information for the automatic prediction and segmentation of stroke lesions. We reformulate the task to identify differences from a prior segmentation by extending a three-dimensional Attention Gated Unet with a skip connection allowing only an unchanged prior to bypass most of the network. We show that this technique improves results obtained by a baseline Attention Gated Unet on both the Geneva Stroke Dataset and the ISLES 2018 dataset.

teaching

Teaching experience 1

Undergraduate course, University 1, Department, 2014

This is a description of a teaching experience. You can use markdown like any other post.

Teaching experience 2

Workshop, University 1, Department, 2015

This is a description of a teaching experience. You can use markdown like any other post.